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Generative AI in Production

$716.00
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Learning Tree Innovative Defense Technologies (IDT)

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In this course, you learn about the different challenges that arise when productionizing generative AI-powered applications versus traditional ML. You will learn how to manage experimentation and tuning of your LLMs, then you will discuss how to deploy, test, and maintain your LLM-powered applications. Finally, you will discuss best practices for logging and monitoring your LLM-powered applications in production. Generative AI in Production Benefits This course will empower you to: Describe the challenges in productionizing applications using generative AI. Manage experimentation and evaluation for LLM-powered applications. Productionize LLM-powered applications. Implement logging and monitoring for LLM-powered applications. Prerequisites Completion of "Introduction to Developer Efficiency on Google Cloud" or equivalent knowledge. Generative AI in Production Course Outline Learning Objectives Module 1: Introduction to Generative AI in Production Understand generative AI operat

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